Abstract: In vehicle shape design from an aerodynamic performance perspective, deep learning methods enable us to estimate the flow field in a short period. However, the estimated flow fields are ...

An illustration of a magnifying glass. An illustration of a magnifying glass.

Abstract: This paper revisits the Reactive Dynamic User-Equilibrium (RDUE) model for dynamic traffic assignment (DTA) of macroscopic traffic flow in two-dimensional continuum space, focusing on the ...

One also can use PeRFlow-Refiner separately to enhance texture and details of low-res blurry images. Here are two examples: on the left, from x64 to x1024, and on the right, from x256 to x1024. As ...

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State Key Laboratory of Molecular Engineering of Polymers, Department of Macromolecular Science, Fudan University, Shanghai 200433, China ...